Evidence map›Paper›PMID 42503566›Full record

ArticleJournal of robotic surgery2026

Learning adaptation experiences of circulating nurses in robot-assisted femoral neck fracture surgery from a learning-curve perspective: a qualitative study.

Binzhou Wu, Qiyu Chen, Wenjun Pan, Endian Li

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Article in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Binzhou WuDepartment of Operating Room, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang, China.
Qiyu ChenDepartment of Operating Room, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang, China.
Wenjun PanDepartment of Operating Room, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang, China.
Endian LiDepartment of Operating Room, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang, China. liendian@wzhealth.com.

Funding

the Wenzhou Science and Technology Plan Project Grant No. Y20240693
6 · The paper itself

Abstract

Robot-assisted femoral neck fracture surgery introduces image acquisition, registration, trajectory planning, robotic-arm positioning and device troubleshooting into the operating room workflow, but little is known about how circulating nurses adapt to these tasks. This study explored the learning adaptation experiences, key difficulties, capability transitions and training needs of circulating nurses involved in robot-assisted femoral neck fracture surgery. A descriptive phenomenological design was used. Purposeful maximum-variation sampling was adopted to recruit 12 operating room nurses who had participated in robot-assisted femoral neck fracture surgery. Semi-structured face-to-face interviews were conducted, audio-recorded and transcribed verbatim. Data were analysed using Colaizzi's seven-step method. Reporting followed the Consolidated Criteria for Reporting Qualitative Research (COREQ) and the Standards for Reporting Qualitative Research (SRQR). Five themes and 13 subthemes were identified: initial experiences combining technological unfamiliarity and safety pressure; key operational links as the main bottlenecks in the learning curve; capability transition from passive execution to proactive anticipation; reshaping of the circulating nurse's communication role within the robotic team; and prominent needs for standardized training and access management. The learning adaptation of circulating nurses in robot-assisted femoral neck fracture surgery is staged and multidimensional. Early learning is characterized by technical unfamiliarity, safety pressure and limited confidence in troubleshooting. With experience, nurses develop workflow anticipation, risk identification and multidisciplinary coordination capabilities. A staged training, simulation, case-review and competency-access system is recommended to improve nursing consistency and surgical safety.

Indexed as

Femoral Neck FracturesLearning CurveRobotic Surgical ProceduresClinical CompetenceHumansQualitative ResearchFemoral Neck FracturesLearning CurveOperating RoomsPerioperative NursingQualitative ResearchRobotic Surgical Procedures

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.